|
--- |
|
language: |
|
- en |
|
|
|
tags: |
|
|
|
|
|
- neuro |
|
- eeg |
|
- powerspectra |
|
- focus |
|
- calm |
|
- longitudinal data |
|
license: apache-2.0 |
|
--- |
|
|
|
# Dataset Card for Dataset Name |
|
|
|
## Dataset Description |
|
|
|
- **Homepage:** [https://usefusion.app](https://usefusion.app) |
|
- **Repository:** [https://github.com/NEUROFUSIONInc](https://github.com/NEUROFUSIONInc) |
|
- **Point of Contact:** ore@usefusion.app |
|
|
|
### Dataset Summary |
|
|
|
This is a dataset of EEG data & derived metrics recorded on the [Fusion](https://usefusion.app) platform from a single particpant through the course of a week. |
|
|
|
Task: Eyes closed for 10mins at least twice a day. Participant also gave a short summary at the start of every recording in [events.csv](./events.csv) |
|
|
|
Device: [Neurosity Crown](https://neurosity.co) - 8 channels [CP3, C3, F5, PO3, PO4, F6, C4, CP4] |
|
|
|
## Dataset Structure |
|
|
|
### Data Instances |
|
|
|
All dataset are timeseries with a unixTimestamp column. Generated by using the [Neurosity brainwaves api](https://docs.neurosity.co/docs/api/brainwaves) |
|
|
|
- rawBrainwaves: voltage readings across eeg channels |
|
- signalQuality: standard deviation values & label (great, good, poor, noContact) per channel |
|
- powerByBand: computed eeg power per channel (i.e CP3_delta, CP3_theta, CP3_alpha, CP3_beta, CP3_gamma) |
|
- focus: prediction of user [focus based on gamma waves](https://docs.neurosity.co/docs/api/focus). |
|
- calm: prediction of user [calm based on alpha waves](https://docs.neurosity.co/docs/api/calm). |
|
|
|
### Data Splits |
|
|
|
Each dataset is suffixed with *_unixTimestamp which represents the time of recording. |
|
|
|
## Additional Information |
|
|
|
### Dataset Curators |
|
|
|
[NEUROFUSION Research Inc.](https://usefusion.app) |
